# ISS: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 1 judge label across 1 category by 1 of 14 models. Page: https://www.gane.ai/index/finance/vendors/iss

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [ESG and carbon reporting](https://www.gane.ai/index/finance/corporate/esg-and-carbon-reporting/index.md) | 0% | 95 | 0% | 1 |

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 1 | 0 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named ISS, from 1 of the 1 answers that named it (only the models that return a source list).

### Domains cited

- blog.worldfavor.com: 1
- clarity.ai: 1
- consultancy.eu: 1
- ecovadis.com: 1
- erm.com: 1
- esma.europa.eu: 1
- forrester.com: 1
- franklinresources.com: 1
- kainos.com: 1
- oecd.org: 1

### Pages cited

- https://blog.worldfavor.com/how-companies-relying-on-esg-ratings-escalate-the-risk-of-unintentional-greenwashing: 1
- https://clarity.ai/research-and-insights/ai/esg-software-vs-ai-driven-platforms-a-smarter-way-to-evaluate-providers: 1
- https://consultancy.eu/news/12919/how-reporting-frameworks-can-help-avoid-greenwashing-and-build-trust: 1
- https://ecovadis.com/blog/esg-reporting-and-greenwashing-3-steps-for-business-to-mitigate-the-risk-of-climate-litigation: 1
- https://erm.com/about/news/erm-research-reveals-sharp-drop-in-investor-confidence-in-quality-of-data-offered-by-esg-ratings-providers: 1
- https://esma.europa.eu/sites/default/files/trv_2021_1-esg_ratings_status_and_key_issues_ahead.pdf: 1
- https://forrester.com/blogs/standalone-esg-reporting-solutions-do-not-help-clients-build-reliable-esg-management-platforms-for-csrd: 1
- https://franklinresources.com/articles/2024/sustainability/examining-esg-data-challenge: 1

## Record

- Method: https://www.gane.ai/index/finance/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/finance.